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Deep & Emerging Tech·September 8, 2026·1 min read

Longsys Founder Bets Big on R&D to Ride AI Memory Wave

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Longsys earmarking 78% of proceeds for R&D to move from module house to memory brand shows how AI demand is pulling component makers up the stack. If you depend on commodity memory pricing, model more volatility — differentiated AI-optimized SKUs will command margin while generic parts see sharper cycles.

Deep & Emerging Tech

The UK plans to invest £100M to create the AI Biosecurity Lab to boost defenses against biological threats, supported by OpenAI, Anthropic, and Google DeepMind

AI labs are being pulled directly into national biosecurity architecture — £100M for the UK’s AIBL formalizes that AI capability is now part of biodefense infrastructure. If you touch biology, data, or models, expect tighter scrutiny on dual-use risk and more demand for auditable safety controls baked into your stack.

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